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Loans Receivable and Allowance for Credit Losses - Aging Analysis on Loans Held-for-Investment (Details) - USD ($)
$ in Thousands
Dec. 31, 2022
Dec. 31, 2021
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans $ 99,526 $ 93,181
Loans held-for-investment 48,202,430 41,693,781
Commercial Lending    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 73,841 68,965
Loans held-for-investment 34,780,453 30,327,746
Commercial Lending | C&I    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 50,428 59,023
Loans held-for-investment 15,711,095 14,150,608
Commercial Lending | CRE    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 23,244 9,498
Loans held-for-investment 13,857,870 12,155,047
Commercial Lending | Residential loan | Multifamily    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 169 444
Loans held-for-investment 4,573,068 3,675,605
Commercial Lending | Construction and land    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 0 0
Loans held-for-investment 638,420 346,486
Commercial Lending | Total CRE    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 23,413 9,942
Loans held-for-investment 19,069,358 16,177,138
Consumer Lending    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 25,685 24,216
Loans held-for-investment 13,421,977 11,366,035
Consumer Lending | Residential loan | Single-family    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 14,240 15,720
Loans held-for-investment 11,223,027 9,093,702
Consumer Lending | HELOCs    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 11,346 8,444
Loans held-for-investment 2,122,655 2,144,821
Consumer Lending | Total residential mortgage    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 25,586 24,164
Loans held-for-investment 13,345,682 11,238,523
Consumer Lending | Other consumer    
Nonaccrual and Past Due Loans    
Total Nonaccrual Loans 99 52
Loans held-for-investment 76,295 127,512
Current Accruing Loans    
Nonaccrual and Past Due Loans    
Loans held-for-investment 48,040,733 41,555,745
Current Accruing Loans | Commercial Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 34,682,072 30,238,648
Current Accruing Loans | Commercial Lending | C&I    
Nonaccrual and Past Due Loans    
Loans held-for-investment 15,651,312 14,080,516
Current Accruing Loans | Commercial Lending | CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 13,820,441 12,141,827
Current Accruing Loans | Commercial Lending | Residential loan | Multifamily    
Nonaccrual and Past Due Loans    
Loans held-for-investment 4,571,899 3,669,819
Current Accruing Loans | Commercial Lending | Construction and land    
Nonaccrual and Past Due Loans    
Loans held-for-investment 638,420 346,486
Current Accruing Loans | Commercial Lending | Total CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 19,030,760 16,158,132
Current Accruing Loans | Consumer Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 13,358,661 11,317,097
Current Accruing Loans | Consumer Lending | Residential loan | Single-family    
Nonaccrual and Past Due Loans    
Loans held-for-investment 11,183,134 9,059,222
Current Accruing Loans | Consumer Lending | HELOCs    
Nonaccrual and Past Due Loans    
Loans held-for-investment 2,102,523 2,130,523
Current Accruing Loans | Consumer Lending | Total residential mortgage    
Nonaccrual and Past Due Loans    
Loans held-for-investment 13,285,657 11,189,745
Current Accruing Loans | Consumer Lending | Other consumer    
Nonaccrual and Past Due Loans    
Loans held-for-investment 73,004 127,352
Accruing Loans 30-59  Days Past Due    
Nonaccrual and Past Due Loans    
Loans held-for-investment 42,677 31,091
Accruing Loans 30-59  Days Past Due | Commercial Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 21,345 16,025
Accruing Loans 30-59  Days Past Due | Commercial Lending | C&I    
Nonaccrual and Past Due Loans    
Loans held-for-investment 6,482 6,983
Accruing Loans 30-59  Days Past Due | Commercial Lending | CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 14,185 3,722
Accruing Loans 30-59  Days Past Due | Commercial Lending | Residential loan | Multifamily    
Nonaccrual and Past Due Loans    
Loans held-for-investment 678 5,320
Accruing Loans 30-59  Days Past Due | Commercial Lending | Construction and land    
Nonaccrual and Past Due Loans    
Loans held-for-investment 0 0
Accruing Loans 30-59  Days Past Due | Commercial Lending | Total CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 14,863 9,042
Accruing Loans 30-59  Days Past Due | Consumer Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 21,332 15,066
Accruing Loans 30-59  Days Past Due | Consumer Lending | Residential loan | Single-family    
Nonaccrual and Past Due Loans    
Loans held-for-investment 13,523 10,191
Accruing Loans 30-59  Days Past Due | Consumer Lending | HELOCs    
Nonaccrual and Past Due Loans    
Loans held-for-investment 7,700 4,776
Accruing Loans 30-59  Days Past Due | Consumer Lending | Total residential mortgage    
Nonaccrual and Past Due Loans    
Loans held-for-investment 21,223 14,967
Accruing Loans 30-59  Days Past Due | Consumer Lending | Other consumer    
Nonaccrual and Past Due Loans    
Loans held-for-investment 109 99
Accruing Loans 60-89  Days Past Due    
Nonaccrual and Past Due Loans    
Loans held-for-investment 19,494 13,764
Accruing Loans 60-89  Days Past Due | Commercial Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 3,195 4,108
Accruing Loans 60-89  Days Past Due | Commercial Lending | C&I    
Nonaccrual and Past Due Loans    
Loans held-for-investment 2,873 4,086
Accruing Loans 60-89  Days Past Due | Commercial Lending | CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 0 0
Accruing Loans 60-89  Days Past Due | Commercial Lending | Residential loan | Multifamily    
Nonaccrual and Past Due Loans    
Loans held-for-investment 322 22
Accruing Loans 60-89  Days Past Due | Commercial Lending | Construction and land    
Nonaccrual and Past Due Loans    
Loans held-for-investment 0 0
Accruing Loans 60-89  Days Past Due | Commercial Lending | Total CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 322 22
Accruing Loans 60-89  Days Past Due | Consumer Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 16,299 9,656
Accruing Loans 60-89  Days Past Due | Consumer Lending | Residential loan | Single-family    
Nonaccrual and Past Due Loans    
Loans held-for-investment 12,130 8,569
Accruing Loans 60-89  Days Past Due | Consumer Lending | HELOCs    
Nonaccrual and Past Due Loans    
Loans held-for-investment 1,086 1,078
Accruing Loans 60-89  Days Past Due | Consumer Lending | Total residential mortgage    
Nonaccrual and Past Due Loans    
Loans held-for-investment 13,216 9,647
Accruing Loans 60-89  Days Past Due | Consumer Lending | Other consumer    
Nonaccrual and Past Due Loans    
Loans held-for-investment 3,083 9
Total Accruing Past Due Loans    
Nonaccrual and Past Due Loans    
Loans held-for-investment 62,171 44,855
Total Accruing Past Due Loans | Commercial Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 24,540 20,133
Total Accruing Past Due Loans | Commercial Lending | C&I    
Nonaccrual and Past Due Loans    
Loans held-for-investment 9,355 11,069
Total Accruing Past Due Loans | Commercial Lending | CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 14,185 3,722
Total Accruing Past Due Loans | Commercial Lending | Residential loan | Multifamily    
Nonaccrual and Past Due Loans    
Loans held-for-investment 1,000 5,342
Total Accruing Past Due Loans | Commercial Lending | Construction and land    
Nonaccrual and Past Due Loans    
Loans held-for-investment 0 0
Total Accruing Past Due Loans | Commercial Lending | Total CRE    
Nonaccrual and Past Due Loans    
Loans held-for-investment 15,185 9,064
Total Accruing Past Due Loans | Consumer Lending    
Nonaccrual and Past Due Loans    
Loans held-for-investment 37,631 24,722
Total Accruing Past Due Loans | Consumer Lending | Residential loan | Single-family    
Nonaccrual and Past Due Loans    
Loans held-for-investment 25,653 18,760
Total Accruing Past Due Loans | Consumer Lending | HELOCs    
Nonaccrual and Past Due Loans    
Loans held-for-investment 8,786 5,854
Total Accruing Past Due Loans | Consumer Lending | Total residential mortgage    
Nonaccrual and Past Due Loans    
Loans held-for-investment 34,439 24,614
Total Accruing Past Due Loans | Consumer Lending | Other consumer    
Nonaccrual and Past Due Loans    
Loans held-for-investment $ 3,192 $ 108